Introduction | Multinomial missing data | Software user's guide | Comparing imputeMulti | Conclusion
Package: imputeMulti 0.8.4
imputeMulti: Imputation Methods for Multivariate Multinomial Data
Implements imputation methods using EM and Data Augmentation for multinomial data following the work of Schafer 1997 <ISBN: 978-0-412-04061-0>.
Authors:
imputeMulti_0.8.4.tar.gz
imputeMulti_0.8.4.zip(r-4.7-x86_64)imputeMulti_0.8.4.zip(r-4.6-x86_64)imputeMulti_0.8.4.zip(r-4.5-x86_64)
imputeMulti_0.8.4.tgz(r-4.6-x86_64)imputeMulti_0.8.4.tgz(r-4.6-arm64)imputeMulti_0.8.4.tgz(r-4.5-x86_64)imputeMulti_0.8.4.tgz(r-4.5-arm64)
imputeMulti_0.8.4.tar.gz(r-4.7-arm64)imputeMulti_0.8.4.tar.gz(r-4.7-x86_64)imputeMulti_0.8.4.tar.gz(r-4.6-arm64)imputeMulti_0.8.4.tar.gz(r-4.6-x86_64)
imputeMulti_0.8.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
imputeMulti/json (API)
| # Install 'imputeMulti' in R: |
| install.packages('imputeMulti', repos = c('https://alexwhitworth.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alexwhitworth/imputemulti/issues
Datasets:
- tract2221 - Observational data on individuals living in census tract 2221
imputationimputation-methodsmultivariate-multinomial-datacpp
Last updated from:d2d0ef5228. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 201 | ||
| linux-devel-x86_64 | OK | 216 | ||
| source / vignettes | OK | 188 | ||
| linux-release-arm64 | OK | 211 | ||
| linux-release-x86_64 | OK | 160 | ||
| macos-release-arm64 | OK | 213 | ||
| macos-release-x86_64 | OK | 290 | ||
| macos-oldrel-arm64 | OK | 158 | ||
| macos-oldrel-x86_64 | OK | 390 | ||
| windows-devel | OK | 128 | ||
| windows-release | OK | 130 | ||
| windows-oldrel | OK | 145 | ||
| wasm-release | OK | 121 |
Exports:data_dep_prior_multiget_imputationsget_iterationsget_logLikget_methodget_parametersget_prioris.imputeMultiis.mod_imputeMultimerge_imputedmultinomial_data_augmultinomial_emmultinomial_imputemultinomial_statsn_misssummary
Dependencies:data.tablegtoolsRcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Data Dependent Prior for Multinomial Distribution | data_dep_prior_multi |
| Class "imputeMulti" | get_imputations get_imputations,imputeMulti-method imputeMulti-class n_miss show,imputeMulti-method show-imputeMulti |
| Check imputeMulti Class | is.imputeMulti |
| Check mod_imputeMulti Class | is.mod_imputeMulti |
| Merge imputed data and original dataset | merge_imputed |
| Class "mod_imputeMulti" | get_iterations get_iterations,mod_imputeMulti-method get_logLik get_logLik,mod_imputeMulti-method get_method get_method,mod_imputeMulti-method get_parameters get_parameters,mod_imputeMulti-method get_prior get_prior,mod_imputeMulti-method mod_imputeMulti-class n_miss,imputeMulti-method show,mod_imputeMulti-method show-mod_imputeMulti |
| Data Augmentation algorithm for multinomial data | multinomial_data_aug |
| EM algorithm for multinomial data | multinomial_em |
| Impute Values for missing multinomial values | multinomial_impute |
| Multinomial Sufficient Statistics | multinomial_stats |
| Summarizing imputMulti objects | summary,imputeMulti-method |
| Summarizing mod_imputMulti objects | summary,mod_imputeMulti-method |
| Calculate the sup of L1 distance between x and y | supDistC |
| Observational data on individuals living in census tract 2221 | tract2221 |
